Here is a graph of returns over time of 3 different asset classes:
Here is a graph of the returns including that of the average - represented by the black line - of the 3 asset classes
Source: The Coffeehouse Investor
As the author, Bill Schultheis, points out, the above chart
clearly shows that volatility is reduced (by diversification) without sacrificing long-term returns. In the short run, the top performing asset class will outperform the black line. That is to be expected. In the long run the black line (your diversified portfolio) keeps up with all the individual asset classes.
Want to argue that the above is just a theoretical graph with no numbers? Well, here is a graph based on actual data for a 38-year period in the US markets:
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